These are a set of private notes about the deepseek core readings (prolonged) (elab). What are some alternate options to DeepSeek LLM? Proficient in Coding and Math: DeepSeek LLM 67B Chat exhibits excellent efficiency in coding (HumanEval Pass@1: 73.78) and mathematics (GSM8K 0-shot: 84.1, Math 0-shot: 32.6). It additionally demonstrates exceptional generalization abilities, as evidenced by its exceptional rating of sixty five on the Hungarian National High school Exam. It demonstrated notable enhancements in the HumanEval Python and LiveCodeBench (Jan 2024 - Sep 2024) tests. McMorrow, Ryan (9 June 2024). "The Chinese quant fund-turned-AI pioneer". As well as the corporate said it had expanded its belongings too quickly leading to related trading methods that made operations harder. At the tip of 2021, High-Flyer put out a public statement on WeChat apologizing for its losses in assets attributable to poor performance. In October 2023, High-Flyer announced it had suspended its co-founder and senior executive Xu Jin from work due to his "improper dealing with of a family matter" and having "a unfavorable affect on the corporate's popularity", following a social media accusation post and a subsequent divorce court docket case filed by Xu Jin's spouse concerning Xu's extramarital affair. In 2016, High-Flyer experimented with a multi-factor price-quantity primarily based model to take inventory positions, started testing in buying and selling the next year after which more broadly adopted machine studying-based mostly strategies.

Step 1: Install WasmEdge by way of the following command line. However it wouldn't be used to perform inventory trading. High-Flyer said that its AI fashions did not time trades well though its stock selection was fantastic by way of long-term value. High-Flyer said it held stocks with strong fundamentals for a very long time and traded against irrational volatility that diminished fluctuations. In October 2024, High-Flyer shut down its market impartial products, after a surge in native stocks precipitated a brief squeeze. However after the regulatory crackdown on quantitative funds in February 2024, High-Flyer’s funds have trailed the index by four share points. From 2018 to 2024, High-Flyer has consistently outperformed the CSI 300 Index. In May 2023, the courtroom ruled in favour of High-Flyer. In April 2023, High-Flyer introduced it might form a brand new analysis physique to explore the essence of synthetic general intelligence. My research primarily focuses on pure language processing and code intelligence to enable computers to intelligently course of, perceive and generate both natural language and programming language. In 2020, High-Flyer established Fire-Flyer I, a supercomputer that focuses on AI deep studying. It has been trying to recruit deep seek learning scientists by offering annual salaries of as much as 2 million Yuan.

MiniHack: "A multi-task framework built on high of the NetHack Learning Environment". Reinforcement learning (RL): The reward mannequin was a process reward model (PRM) educated from Base in accordance with the Math-Shepherd methodology. This approach enablned the decline. In March 2022, High-Flyer advised certain clients that have been sensitive to volatility to take their cash back because it predicted the market was more prone to fall further. Up until this point, High-Flyer produced returns that were 20%-50% more than stock-market benchmarks in the past few years. In 2019, High-Flyer arrange a SFC-regulated subsidiary in Hong Kong named High-Flyer Capital Management (Hong Kong) Limited.